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  "body": "# ZAM Knowledge Base\n\nLiving reference knowledge for this repository in\n[Open Knowledge Format](https://github.com/GoogleCloudPlatform/knowledge-catalog).\nCurrent truth only — the *why* behind it lives in [../adr/](../adr/)\n(ADR 2026-07-17). Do not edit by hand: write through the\n`zam_okf_upsert` MCP tool.\n\n## algorithm\n\n- [FSRS-6 Scheduling](fsrs-scheduling.md) — ZAM schedules reviews with a deterministic FSRS-6 kernel, persisted same-day learning steps, per-learner workload controls, and sibling-aware queues and burial.\n\n## architecture\n\n- [Kernel and CLI Architecture](kernel-architecture.md) — ZAM is split into an AI-agnostic learning kernel and a thin CLI orchestration layer; all learning logic lives in the kernel, all LLM/HTTP code in the CLI.\n- [Local AI Runtimes](local-ai-runtimes.md) — Local text and image generation is offered only on accelerated hardware - Foundry Local for text, Ollama for images - because CPU generation is too slow to review with; embeddings are the excepti",
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